Early prediction of disability progression in multiple sclerosis (MS) remains challenging despite its critical importance for therapeutic decision-making. We present the first systematic evaluation of personalized federated learning (PFL) for 2-year MS disability progression…
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Background: Digital health apps allow for proactive rather than reactive healthcare and have the potential to take the pressure off healthcare providers. With over 350,000 digital health apps available on the app stores today,…
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Best Practices for Managing Data Risk in HealthcareAdam Winston, WatchGuard field CTO, says policies that govern the use of AI applications need to be implemented internally within organizations.
“General-purpose tools employed by end users should…
The widespread adoption of real-world data has given rise to numerous healthcare-distributed research networks, but multi-site analyses still face administrative burdens and data privacy challenges. In response, we developed a Collaborative One-shot Lossless Algorithm…
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Clinical insights from real-world data often require aggregating information from institutions to ensure sufficient sample sizes and generalizability. However, patient privacy concerns only limit the sharing of patient-level data, and traditional federated learning algorithms,…
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In healthcare, federated learning (FL) is emerging as a methodology to enable the analysis of large and disparate datasets while allowing custodians to retain sovereignty. While FL minimises data-sharing challenges, concerns surrounding ethics, privacy,…
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What You Should Know:
– Corti, an AI infrastructure provider for healthcare, announced the launch of its sovereign cloud capabilities that will enable Europe’s health systems to adopt advanced, real-time AI without compromising the region’s…
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Background: The delivery of timely and appropriate care is crucial for survival in patients experiencing ST-elevation myocardial infarction (STEMI). Efficient communication and exchange of test results between the referring emergency medicine (EM) physician or…
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HIPAA, the Health Insurance Portability and Accountability Act, was designed to protect sensitive patient health information. But what happens when these rules are broken? In this video, we explore the most common HIPAA violations…
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Jonjie Sena is VP of Product Management at TransUnion
Generative Artificial Intelligence (GenAI) is revolutionizing all types of businesses, including healthcare. With its ability to generate as well as analyze content, GenAI is helping providers…
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